Hosseinzadeh Lotfi, F.Allahviranloo, T.Pedrycz, W.Mozaffari, M.R.Gerami, J.2024-05-192024-05-1920232197-6503https://doi.org/10.1007/978-3-031-43181-4_3https://hdl.handle.net/20.500.12713/4465In this section, we propose the relation between DEA-R. models, DEA with ratio measure as acombination of DEA, Ratio analysis.We descript different ratio data in DEA.We show DEA-R. models have asimilar behavior with DEA. model.We investigate the properties of proposed models.In the following, we proposed concept of value efficiency in DEA, DEA-R. Finally, we used of proposed models based on the value efficiency for incorporating preference information of decision maker (DM) in process evaluation of efficiency of commercial banks. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.eninfo:eu-repo/semantics/closedAccessDecision MakingDecision MakersEfficiency AnalysisIn-ProcessModel-Based OpcPreference İnformationProcess EvaluationPropertyR ModelsRatio AnalysisRatio DataEfficiencyBook Chapter13853722-s2.0-8517517916110.1007/978-3-031-43181-4_3N/A